senior llm architect
3 hours ago
Send your resume to .COM and Indicate "Senior LLM Application"
Qualifications:
Education:
· Ph.D. or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Computational Linguistics, or related field.
Experience:
· 8+ years in machine learning or NLP, with at least 3 years specializing in LLMs or generative AI.
· Proven track record developing or deploying models like GPT, Llama, T5, or PaLM.
· Experience leading large-scale AI projects in enterprise, academic, or research environments.
· Strong expertise in Python, PyTorch, TensorFlow, and modern ML frameworks.
Technical Skills:
· Deep understanding of transformer architectures, tokenization, embeddings, and fine-tuning.
· Familiarity with data engineering, vector databases (e.g., Pinecone, FAISS), and RAG pipelines.
· Experience with cloud AI ecosystems (AWS, Azure, GCP) and containerization (Docker, Kubernetes).
· Strong grasp of LLM safety, alignment, and evaluation metrics.
Soft Skills:
· Visionary leadership with strong communication and stakeholder management.
· Strategic thinker who can bridge research and practical implementation.
· Passion for ethical, transparent, and responsible AI innovation.
Preferred:
· Contributions to open-source AI models or NLP research.
· Experience with multimodal or autonomous AI agents.
· Publications or patents in NLP or LLM-related topics.
Job Responsibilities:
AI Strategy & Leadership
· Define and execute the company's LLM and generative AI roadmap.
· Advise executives on AI capabilities, risks, and opportunities.
· Evaluate emerging technologies and drive integration of advanced LLMs into core business operations.
· Collaborate with R&D, engineering, product, and data science teams to ensure scalable and efficient AI solutions.
Model Development & Optimization
· Lead design, training, fine-tuning, and deployment of LLMs for domain-specific use cases.
· Optimize model performance for latency, accuracy, cost, and interpretability.
· Implement reinforcement learning from human feedback (RLHF) and prompt engineering strategies.
· Develop custom datasets and ensure compliance with data privacy and copyright standards.
Technical Oversight
· Establish MLOps pipelines for LLM training, versioning, and monitoring.
· Evaluate and benchmark open-source and proprietary models (e.g., GPT, Claude, Gemini, Llama, Mistral).
· Ensure scalability across distributed systems, cloud, and on-prem infrastructures.
· Maintain rigorous testing and validation frameworks for AI outputs.
Governance, Ethics & Compliance
· Define and enforce responsible AI use standards aligned with global AI ethics and data protection laws.
· Implement bias detection, transparency, and explainability protocols.
· Oversee auditability and security of AI models and data pipelines.
Research & Innovation
· Stay at the forefront of LLM advancements (transformer architectures, multimodal AI, agents, reasoning models).
· Publish research papers, contribute to open-source AI communities, and represent the organization in AI forums.
· Explore novel model architectures, retrieval-augmented generation (RAG), and agentic systems.
Job Type: Full-time
Benefits:
- Paid training
- Work from home
Work Location: In person
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